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Best Statistical Analysis Software in 2026 · page 2

106 appsSorted 14 Nov 2026How we rank
  1. 26

    FitBenchmarking

    Free planLinuxmacOSWindows
    6.9Free plan
  2. 27

    R

    R is a free software environment designed for statistical computing, with graphics support, statistical tests, regression models, and scripting.

    macOSWindows
    6.8
  3. 28

    StatsDirect

    StatsDirect is desktop statistical analysis software for research, education, and learning statistics.

    Free planmacOSWindows
    6.8Free plan
  4. 29

    XLfit

    Windows
    6.8$75 one-time
  5. 30

    pyabc

    iOSWebAPILinux
    6.8
  6. 31

    OApackage (Orthogonal Array Package)

    Free planAPILinuxSelf-hostedWindows
    6.8Free plan
  7. 32

    Statistica

    Windows, web, and self-hosted software for tests, regression, and scripting.

    WebSelf-hostedWindows
    6.7
  8. 33

    SOFA Statistics

    Free, open-source desktop software for statistics, analysis, and reporting.

    Free planLinuxmacOSWindows
    6.7Free plan
  9. 34

    NeuroAnalyzer.jl

    Free planLinuxmacOSSelf-hostedWindows
    6.7Free plan
  10. 35

    SciDAVis

    Free planLinuxmacOSWindows
    6.7Free plan
  11. 36

    Chi

    Free desktop software for Bayesian analysis and scripting on Windows, Mac, and Linux.

    Free planLinuxmacOSWindows
    6.7Free plan
  12. 37

    G*Power

    Free planmacOSWindows
    6.7Free plan
  13. 38

    BCEA

    Free desktop software with scripting support for Bayesian analysis.

    Free planLinuxmacOSWindows
    6.7Free plan
  14. 39

    autorank

    Free planAPILinuxSelf-hosted
    6.7Free plan
  15. 40

    Grapher

    Windows
    6.7
  16. 41SAS Advanced Analytics logo

    SAS Advanced Analytics

    Paid SAS software for advanced analytics, with API access and self-hosted options.

    APISelf-hosted
    6.6
  17. 42

    Statgraphics Centurion

    Paid Windows desktop software with statistical tests.

    Windows
    6.6
  18. 43

    Genstat

    Windows
    6.6
  19. 44

    Pingouin

    Pingouin is a free, open-source statistical package written in Python 3 and built mostly on Pandas and NumPy.

    Free planLinux
    6.6Free plan
  20. 45

    Fitspy

    Free planLinuxmacOSWindows
    6.6Free plan
  21. 46

    RxInfer.jl

    Free planAPILinux
    6.6Free plan
  22. 47

    TorchMetrics

    Free planLinux
    6.6Free plan
  23. 48

    forestci

    Free planAPILinux
    6.6Free plan
  24. 49

    concstats

    Free planAPILinuxmacOSWindows
    6.6Free plan
  25. 50

    stats19

    Free planLinuxmacOSWindows
    6.6Free plan

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